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    Determination of Fatty Acid Composition in Soybean Seed Using Near Infrared Reflectance Spectroscopy

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    https://www.riss.kr/link?id=A104207653

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    A chemometric method has been applied for the determination of the fatty acid concentration in soybean samples bysamples were used for NIRS equation development and validation, respectively. The NIRS fatty acid equations had low SEC val-ues for all five fatty acids, and moderate R2 values for three of the five fatty acids. Additionally, the predicted means for each fattyacids were similar to the means based on the GC analysis. Based on the SEP, bias, and R2 statistics, the NIRS fatty acid equationsest thatthe oleic, linoleic, and linolenic acid NIRS equations have potential use as a mass screening method for fatty acid analysis in soy-bean seed.
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    A chemometric method has been applied for the determination of the fatty acid concentration in soybean samples bysamples were used for NIRS equation development and validation, respectively. The NIRS fatty acid equations had low SEC val-ues for all fi...

    A chemometric method has been applied for the determination of the fatty acid concentration in soybean samples bysamples were used for NIRS equation development and validation, respectively. The NIRS fatty acid equations had low SEC val-ues for all five fatty acids, and moderate R2 values for three of the five fatty acids. Additionally, the predicted means for each fattyacids were similar to the means based on the GC analysis. Based on the SEP, bias, and R2 statistics, the NIRS fatty acid equationsest thatthe oleic, linoleic, and linolenic acid NIRS equations have potential use as a mass screening method for fatty acid analysis in soy-bean seed.

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    참고문헌 (Reference)

    1 "sample selection and calibration procedures for near infrared reflectance spectroscopy. Crop Sci. 31" 469-474,

    2 "results relevant to soybean breeding. In"

    3 "Westerhaus MO 1991b. Population structuring of near infrared spectra and modified partial least squares regression. Crop Sci. 31" 1548-1555,

    4 "Weber CR 1968. Mass selection by specific gravity for protein and oil soybean populations. Crop Sci. 8" 373-375,

    5 "Using optical NIR sensor for on-line virgin olive oils characterization." 10 : 64-68, 2005

    6 "Torrie JH 1964. Heritability and interrelationships among traits of two soybean populations. Crop Sci. 4" 196-198.

    7 "The world of edible oils. Rabobank International Marketing, Utrecht" 1-5, 1998

    8 "Starkey PM 1984. Determination of amino acids in wheat and barley by near-infrared reflectance spectroscopy. J. Food Sci. 49" 17-20,

    9 "Soybeans: Chemistry, technology, and utilization" Aspen Publishers Inc 29-, 1999

    10 "Smouse TH 1979. A review of soybean oil reversion flavor. J. Am. Oil Chem. Soc. 56" 747-751,

    1 "sample selection and calibration procedures for near infrared reflectance spectroscopy. Crop Sci. 31" 469-474,

    2 "results relevant to soybean breeding. In"

    3 "Westerhaus MO 1991b. Population structuring of near infrared spectra and modified partial least squares regression. Crop Sci. 31" 1548-1555,

    4 "Weber CR 1968. Mass selection by specific gravity for protein and oil soybean populations. Crop Sci. 8" 373-375,

    5 "Using optical NIR sensor for on-line virgin olive oils characterization." 10 : 64-68, 2005

    6 "Torrie JH 1964. Heritability and interrelationships among traits of two soybean populations. Crop Sci. 4" 196-198.

    7 "The world of edible oils. Rabobank International Marketing, Utrecht" 1-5, 1998

    8 "Starkey PM 1984. Determination of amino acids in wheat and barley by near-infrared reflectance spectroscopy. J. Food Sci. 49" 17-20,

    9 "Soybeans: Chemistry, technology, and utilization" Aspen Publishers Inc 29-, 1999

    10 "Smouse TH 1979. A review of soybean oil reversion flavor. J. Am. Oil Chem. Soc. 56" 747-751,

    11 "Selection of calibration set samples in determination of olive oil acidity by partial least squares-attenuated total reflectance-Fourier transform infrared spectroscopy." 59-75, 2003

    12 "On-line determination of fatty acid composition in intramuscular fat of Iberian pork loin by NIRs with a remote reflectance fiber optic probe." 243-248, 2005

    13 "Murray I 1986. The NIR spectra of homologous series of organic compounds. In"

    14 "Multi variate determination of free fatty acids and moisture in fish oils by partial least-squares regression and near-infrared spectroscopy" 821-828, 2004

    15 "Kim DH 1984. Fatty acid composition of lipid obtained from Korean soybean varieties. Korean J. Food Sci. 16" 375-382,

    16 "Hindle T 1993. Practical NIR spectroscopy with applications in food and beverage analysis"

    17 "Edmondson PR 1956. Near infrared spectra of fatty acids and some related substances. Analytical Chemist 28" 1533-1537,

    18 "Divergent selection at ultra-low plant density for seed protein and oil content within soybean cultivars." 91 : 217-229, 2005

    19 "Determination of oxidized edible oils by near infrared spectroscopy. In editors." 620-625, 1995

    20 "Determination of lipid oxidation in edible oils by near infrared spectroscopy." 3 : 219-225, 1995

    21 "Determination of fatty acids of" 299-304, 2001

    22 "Chemistry principles of near infrared technology. In: Williams PC, Norris KH, editors. Near infrared technology in the Agricultural and Food Industries." 19-37, 2001

    23 "BartonII FE 1989. Protocol for NIRS calibration editor. Near infrared reflectance spectroscopy Analysis of forage quality. Agric. Handb. USDA-ARS. p.643."

    24 "Authentication of vegetable oils by chromatographic techniques." 881 : 93-104, 2000

    25 "2003 Soya and oilseed bluebook" Soyatech Inc. 2003

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    학술지 인용정보

    학술지 인용정보
    기준연도 WOS-KCI 통합IF(2년) KCIF(2년) KCIF(3년)
    2016 0.6 0.6 0.49
    KCIF(4년) KCIF(5년) 중심성지수(3년) 즉시성지수
    0.45 0.41 0.952 0.07
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